📰 ISCA 2016: all accepted papers

64 papers · the most cited first · ← ISCA 2016

1. EIE: Efficient Inference Engine on Compressed Deep Neural NetworkSong Han, Xingyu Liu, Huizi Mao et al.1,048 citations · our summary
2. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars ↗Ali Reza Shafiee, Anirban Nag, Naveen Muralimanohar et al.742 citations
3. PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory ↗Ping Chi, Shuangchen Li, Cong Xu et al.573 citations
4. Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks ↗Yu‐Hsin Chen, Joel Emer, Vivienne Sze534 citations
5. Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators ↗Brandon Reagen, Paul N. Whatmough, Robert Adolf et al.246 citations
6. Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing ↗Jorge Albericio, Patrick Judd, Tayler Hetherington et al.226 citations
7. Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory ↗Duck-Hwan Kim, Jaeha Kung, Sek Meng Chai et al.171 citations
8. Cambricon: An Instruction Set Architecture for Neural Networks ↗Shaoli Liu, Zidong Du, Jinhua Tao et al.121 citations
9. Energy Efficient Architecture for Graph Analytics Accelerators ↗Muhammet Mustafa Özdal, Şerif Yeşil, Taemin Kim et al.111 citations
10. Back to the Future: Leveraging Belady's Algorithm for Improved Cache Replacement ↗Akanksha Jain, Calvin Lin106 citations
11. Biscuit: A Framework for Near-Data Processing of Big Data Workloads ↗Boncheol Gu, Andre Sungho Yoon, Duck‐Ho Bae et al.103 citations
12. Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures ↗Jungrae Kim, Michael B. Sullivan, Esha Choukse et al.77 citations
13. Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems ↗Kevin Hsieh, Eiman Ebrahim, Gwangsun Kim et al.77 citations
14. Accelerating Dependent Cache Misses with an Enhanced Memory Controller ↗Milad Hashemi, Khubaib Khubaib, Eiman Ebrahimi et al.70 citations
15. ASIC Clouds: Specializing the Datacenter ↗Ikuo Magaki, Moein Khazraee, Luis Vega et al.69 citations
16. Automatic Generation of Efficient Accelerators for Reconfigurable Hardware ↗David Koeplinger, Raghu Prabhakar, Yaqi Zhang et al.69 citations
17. RedEye: Analog ConvNet Image Sensor Architecture for Continuous Mobile Vision ↗Robert LiKamWa, Yunhui Hou, Yuan Gao et al.61 citations
18. Dynamo: Facebook's Data Center-Wide Power Management System ↗Qiang Wu, Qingyuan Deng, Lakshmi Ganesh et al.60 citations
19. Warped-Slicer: Efficient Intra-SM Slicing through Dynamic Resource Partitioning for GPU Multiprogramming ↗Qiumin Xu, Hyeran Jeon, Keun‐Soo Kim et al.54 citations
20. Agile Paging: Exceeding the Best of Nested and Shadow Paging ↗Jayneel Gandhi, Mark D. Hill, Michael M. Swift43 citations
21. Using Multiple Input, Multiple Output Formal Control to Maximize Resource Efficiency in Architectures ↗Raghavendra Pradyumna Pothukuchi, Amin Ansari, Petros G. Voulgaris et al.41 citations
22. Treadmill: Attributing the Source of Tail Latency through Precise Load Testing and Statistical Inference ↗Yunqi Zhang, David Meisner, Jason Mars et al.40 citations
23. ARM Virtualization: Performance and Architectural Implications ↗Christoffer Dall, Shih-Wei Li, Jin T. E. Lim et al.36 citations
24. Exploiting Dynamic Timing Slack for Energy Efficiency in Ultra-Low-Power Embedded Systems ↗Hari Cherupalli, Rakesh Kumar, John Sartori36 citations
25. Virtual Thread: Maximizing Thread-Level Parallelism beyond GPU Scheduling Limit ↗Myung Kuk Yoon, Keun‐Soo Kim, Sangpil Lee et al.36 citations
26. Mellow Writes: Extending Lifetime in Resistive Memories through Selective Slow Write Backs ↗Lunkai Zhang, Brian Neely, Diana M. Franklin et al.34 citations
27. Towards Statistical Guarantees in Controlling Quality Tradeoffs for Approximate Acceleration ↗Divya Mahajan, Amir Yazdanbakhsh, Jongse Park et al.33 citations
28. XED: Exposing On-Die Error Detection Information for Strong Memory Reliability ↗Prashant J. Nair, Vilas Sridharan, Moinuddin K. Qureshi33 citations
29. LaPerm: Locality Aware Scheduler for Dynamic Parallelism on GPUs ↗Jin Wang, Norman Rubin, Albert Sidelnik et al.32 citations
30. MITTS: Memory Inter-arrival Time Traffic Shaping ↗Yanqi Zhou, David Wentzlaff30 citations
31. Morpheus: Creating Application Objects Efficiently for Heterogeneous Computing ↗Hung‐Wei Tseng, Qianchen Zhao, Yuxiao Zhou et al.29 citations
32. Peak Efficiency Aware Scheduling for Highly Energy Proportional Servers ↗Daniel Wong28 citations
33. Base-Victim Compression: An Opportunistic Cache Compression Architecture ↗Jayesh Gaur, Alaa R. Alameldeen, Sreenivas Subramoney27 citations
34. Boosting Access Parallelism to PCM-Based Main Memory ↗Mohammad Arjomand, Mahmut Kandemir, Anand Sivasubramaniam et al.23 citations
35. Power Attack Defense: Securing Battery-Backed Data Centers ↗Chao Li, Zhenhua Wang, Xiaofeng Hou et al.23 citations
36. Evaluation of an Analog Accelerator for Linear Algebra ↗Yipeng Huang, Ning Guo, Mingoo Seok et al.21 citations
37. Energy Efficient Data Encoding in DRAM Channels Exploiting Data Value Similarity ↗Hoseok Seol, Wongyu Shin, Jaemin Jang et al.20 citations
38. Asymmetry-Aware Work-Stealing Runtimes ↗Christopher Torng, Moyang Wang, Christopher Batten17 citations
39. The Anytime Automaton ↗Joshua San Miguel, Natalie Enright Jerger17 citations
40. CASH: Supporting IaaS Customers with a Sub-core Configurable Architecture ↗Yanqi Zhou, Henry Hoffmann, David Wentzlaff15 citations
41. Rescuing Uncorrectable Fault Patterns in On-Chip Memories through Error Pattern Transformation ↗Henry Duwe, Xun Jian, Daniel Petrisko et al.15 citations
42. ActivePointers: A Case for Software Address Translation on GPUs ↗Sagi Shahar, Shai Aviram Bergman, Mark Silberstein14 citations
43. APRES: Improving Cache Efficiency by Exploiting Load Characteristics on GPUs ↗Yunho Oh, Keun‐Soo Kim, Kuk Yoon Myung et al.13 citations
44. All-Inclusive ECC: Thorough End-to-End Protection for Reliable Computer Memory ↗Jung Rae Kim, Michael Sullivan, Sangkug Lym et al.13 citations
45. Accelerating Markov Random Field Inference Using Molecular Optical Gibbs Sampling Units ↗Siyang Wang, Xiangyu Zhang, Yuxuan Li et al.12 citations
46. Efficiently Scaling Out-of-Order Cores for Simultaneous Multithreading ↗Faissal M. Sleiman, Thomas F. Wenisch12 citations
47. LAP: Loop-Block Aware Inclusion Properties for Energy-Efficient Asymmetric Last Level Caches ↗Hsiang-Yun Cheng, Jishen Zhao, Jack Sampson et al.12 citations
48. Efficient Synonym Filtering and Scalable Delayed Translation for Hybrid Virtual Caching ↗Chang Hyun Park, Taekyung Heo, Jaehyuk Huh10 citations
49. Future Vector Microprocessor Extensions for Data Aggregations ↗Timothy Hayes, Oscar Palomar, Osman Ünsal et al.10 citations
50. Opportunistic Competition Overhead Reduction for Expediting Critical Section in NoC Based CMPs ↗Yuan Yao, Zhonghai Lu10 citations
51. RelaxFault Memory Repair ↗Dong Wan Kim, Mattan Erez10 citations
52. Strober: Fast and Accurate Sample-Based Energy Simulation for Arbitrary RTL ↗Donggyu Kim, Adam M. Izraelevitz, Christopher Celio et al.10 citations
53. Efficient synonym filtering and scalable delayed translation for hybrid virtual caching ↗Chang Hyun Park, Taekyung Heo, Jaehyuk Huh8 citations
54. DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric ↗Mingyu Gao, Christina Delimitrou, Dimin Niu et al.6 citations
55. Short-Circuit Dispatch: Accelerating Virtual Machine Interpreters on Embedded Processors ↗Channoh Kim, Sung-Min Kim, Hyeon Gyu Cho et al.3 citations
56. Decoupling Loads for Nano-Instruction Set Computers ↗Ziqiang Huang, Andrew D. Hilton, Benjamin C. Lee2 citations
57. PowerChop: Identifying and Managing Non-critical Units in Hybrid Processor Architectures ↗Michael A. Laurenzano, Yunqi Zhang, Chen Jiang et al.1 citation
58. Production-Run Software Failure Diagnosis via Adaptive Communication Tracking ↗Mohammad Mejbah ul Alam, Abdullah Muzahid1 citation
59. Cover Art ↗
60. External Reviewers ↗
61. Message from the General Chairs ↗
62. Message from the Program Chair ↗
63. Publisher's Information ↗
64. Sponsors ↗

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